license: apache-2.0
tags:
- translation
- marian
- windyword
- french-based-creoles
- haitian-creole
- mauritian-creole
- seychellois-creole
- réunion-creole
- english
language:
- cpf
- en
library_name: transformers
pipeline_tag: translation
base_model: Helsinki-NLP/opus-mt-cpf-en
WindyWord.ai Translation — French-based Creoles → English
Part of the Windstorm Labs open model catalogue. Scores, licence and attribution for every model: https://windytranslate.com/models/translate-cpf-en
Canonical copy: https://huggingface.co/WindyTranslate/translate-cpf-en
Translates French-based Creoles (Haitian Creole, Mauritian Creole, Seychellois Creole, Réunion Creole) → English.
Quality
No quality score is published in this repository. Current screening scores, where measured, are on the catalogue page linked above.
Available Variants
Deployment formats in this repository (subfolders):
| Variant | Description |
|---|---|
lora/ |
WindyStandard — production baseline. Transformers format for GPU inference. |
lora-ct2-int8/ |
WindyStandard · CPU INT8 — CTranslate2 INT8 quantization of WindyStandard for CPU inference. |
herm0/ |
WindyEnhanced — further fine-tuned on the OPUS-100, Tatoeba and WikiMatrix parallel corpora. |
herm0-ct2-int8/ |
WindyEnhanced · CPU INT8 — CTranslate2 INT8 quantization of WindyEnhanced. |
Quick usage
Transformers (PyTorch):
from transformers import MarianMTModel, MarianTokenizer
tokenizer = MarianTokenizer.from_pretrained("WindyWord/translate-cpf-en", subfolder="lora")
model = MarianMTModel.from_pretrained("WindyWord/translate-cpf-en", subfolder="lora")
CTranslate2 (fast CPU inference):
import ctranslate2
translator = ctranslate2.Translator("path/to/translate-cpf-en/lora-ct2-int8")
Apps
The Windy Word apps are built on this model family.
Provenance & License
Weights derived from Helsinki-NLP/opus-mt-cpf-en (OPUS-MT, Helsinki-NLP, University of Helsinki), licensed Apache-2.0. Windy variants are released under the same licence.